Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 311 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 48.7 KiB |
| Average record size in memory | 160.4 B |
Variable types
| NUM | 16 |
|---|---|
| CAT | 3 |
| BOOL | 1 |
T(C) has constant value "311" | Constant |
nAmor-Sl has constant value "311" | Constant |
Vol(aq) is highly correlated with b(H2O) and 2 other fields | High correlation |
b(H2O) is highly correlated with Vol(aq) and 2 other fields | High correlation |
nCa(aq) is highly correlated with b(H2O) and 2 other fields | High correlation |
nCa(s) is highly correlated with b(CaO) | High correlation |
b(CaO) is highly correlated with nCa(s) | High correlation |
nSi(aq) is highly correlated with b(H2O) and 2 other fields | High correlation |
nSi(s_reac) is highly correlated with b(SiO2) and 5 other fields | High correlation |
b(SiO2) is highly correlated with nSi(s_reac) and 5 other fields | High correlation |
mCSHQ is highly correlated with b(SiO2) and 5 other fields | High correlation |
nCa(CSHQ) is highly correlated with b(SiO2) and 5 other fields | High correlation |
nSi(CSHQ) is highly correlated with b(SiO2) and 5 other fields | High correlation |
nH2O(CSHQ) is highly correlated with b(SiO2) and 5 other fields | High correlation |
nGelPW(CSH) is highly correlated with b(SiO2) and 5 other fields | High correlation |
df_index has unique values | Unique |
b(CaO) has unique values | Unique |
b(SiO2) has unique values | Unique |
b(H2O) has unique values | Unique |
Vol(aq) has unique values | Unique |
nCa(aq) has unique values | Unique |
nCa(s) has unique values | Unique |
nSi(aq) has unique values | Unique |
nSi(s_reac) has unique values | Unique |
nPortlandite has unique values | Unique |
mCSHQ has unique values | Unique |
nCa(CSHQ) has unique values | Unique |
nSi(CSHQ) has unique values | Unique |
nH2O(CSHQ) has unique values | Unique |
nGelPW(CSH) has unique values | Unique |
ratio has unique values | Unique |
Reproduction
| Analysis started | 2022-10-27 18:04:18.230821 |
|---|---|
| Analysis finished | 2022-10-27 18:05:36.812603 |
| Duration | 1 minute and 18.58 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 245.7524116 |
|---|---|
| Minimum | 0 |
| Maximum | 499 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 22.5 |
| Q1 | 116.5 |
| median | 240 |
| Q3 | 377 |
| 95-th percentile | 474.5 |
| Maximum | 499 |
| Range | 499 |
| Interquartile range (IQR) | 260.5 |
Descriptive statistics
| Standard deviation | 148.2154484 |
|---|---|
| Coefficient of variation (CV) | 0.6031088259 |
| Kurtosis | -1.259879208 |
| Mean | 245.7524116 |
| Median Absolute Deviation (MAD) | 129 |
| Skewness | 0.05936641193 |
| Sum | 76429 |
| Variance | 21967.81915 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 326 | 1 | 0.3% | |
| 339 | 1 | 0.3% | |
| 337 | 1 | 0.3% | |
| 336 | 1 | 0.3% | |
| 332 | 1 | 0.3% | |
| 331 | 1 | 0.3% | |
| 330 | 1 | 0.3% | |
| 328 | 1 | 0.3% | |
| 325 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 4 | 1 | 0.3% | |
| 5 | 1 | 0.3% | |
| 6 | 1 | 0.3% | |
| 8 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 499 | 1 | 0.3% | |
| 498 | 1 | 0.3% | |
| 497 | 1 | 0.3% | |
| 494 | 1 | 0.3% | |
| 492 | 1 | 0.3% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 25 |
|---|
| Value | Count | Frequency (%) | |
| 25 | 311 | 100.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.247051632 |
|---|---|
| Minimum | 0.4532574 |
| Maximum | 1.798218 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0.4532574 |
|---|---|
| 5-th percentile | 0.64215075 |
| Q1 | 0.99384645 |
| median | 1.270771 |
| Q3 | 1.5354455 |
| 95-th percentile | 1.7444735 |
| Maximum | 1.798218 |
| Range | 1.3449606 |
| Interquartile range (IQR) | 0.54159905 |
Descriptive statistics
| Standard deviation | 0.343908448 |
|---|---|
| Coefficient of variation (CV) | 0.2757772326 |
| Kurtosis | -0.84685423 |
| Mean | 1.247051632 |
| Median Absolute Deviation (MAD) | 0.269102 |
| Skewness | -0.3021394029 |
| Sum | 387.8330575 |
| Variance | 0.1182730206 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.570795 | 1 | 0.3% | |
| 1.220465 | 1 | 0.3% | |
| 1.134327 | 1 | 0.3% | |
| 1.40926 | 1 | 0.3% | |
| 1.034422 | 1 | 0.3% | |
| 0.7107937 | 1 | 0.3% | |
| 1.742835 | 1 | 0.3% | |
| 1.59429 | 1 | 0.3% | |
| 1.620284 | 1 | 0.3% | |
| 1.732944 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 0.4532574 | 1 | 0.3% | |
| 0.4625926 | 1 | 0.3% | |
| 0.4880342 | 1 | 0.3% | |
| 0.5078687 | 1 | 0.3% | |
| 0.5114234 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1.798218 | 1 | 0.3% | |
| 1.79471 | 1 | 0.3% | |
| 1.792285 | 1 | 0.3% | |
| 1.788742 | 1 | 0.3% | |
| 1.785463 | 1 | 0.3% |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4153290309 |
|---|---|
| Minimum | 0.2019985 |
| Maximum | 0.6994621 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0.2019985 |
|---|---|
| 5-th percentile | 0.22238315 |
| Q1 | 0.2992431 |
| median | 0.3981634 |
| Q3 | 0.5250296 |
| 95-th percentile | 0.6530628 |
| Maximum | 0.6994621 |
| Range | 0.4974636 |
| Interquartile range (IQR) | 0.2257865 |
Descriptive statistics
| Standard deviation | 0.1375298942 |
|---|---|
| Coefficient of variation (CV) | 0.3311347967 |
| Kurtosis | -1.020014606 |
| Mean | 0.4153290309 |
| Median Absolute Deviation (MAD) | 0.1112738 |
| Skewness | 0.3020488948 |
| Sum | 129.1673286 |
| Variance | 0.0189144718 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.3936958 | 1 | 0.3% | |
| 0.5670242 | 1 | 0.3% | |
| 0.4408097 | 1 | 0.3% | |
| 0.5959025 | 1 | 0.3% | |
| 0.607846 | 1 | 0.3% | |
| 0.2794647 | 1 | 0.3% | |
| 0.5600848 | 1 | 0.3% | |
| 0.3122133 | 1 | 0.3% | |
| 0.5323667 | 1 | 0.3% | |
| 0.6639846 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 0.2019985 | 1 | 0.3% | |
| 0.2038486 | 1 | 0.3% | |
| 0.2042126 | 1 | 0.3% | |
| 0.2052028 | 1 | 0.3% | |
| 0.2076094 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.6994621 | 1 | 0.3% | |
| 0.6953377 | 1 | 0.3% | |
| 0.6944518 | 1 | 0.3% | |
| 0.6881573 | 1 | 0.3% | |
| 0.6872651 | 1 | 0.3% |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.60014891 |
|---|---|
| Minimum | 2.777311 |
| Maximum | 8.314109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 2.777311 |
|---|---|
| 5-th percentile | 3.0406945 |
| Q1 | 4.276007 |
| median | 5.543634 |
| Q3 | 7.037831 |
| 95-th percentile | 8.0503745 |
| Maximum | 8.314109 |
| Range | 5.536798 |
| Interquartile range (IQR) | 2.761824 |
Descriptive statistics
| Standard deviation | 1.6112515 |
|---|---|
| Coefficient of variation (CV) | 0.2877158315 |
| Kurtosis | -1.201708447 |
| Mean | 5.60014891 |
| Median Absolute Deviation (MAD) | 1.393021 |
| Skewness | -0.03056086596 |
| Sum | 1741.646311 |
| Variance | 2.596131398 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 7.255891 | 1 | 0.3% | |
| 6.667129 | 1 | 0.3% | |
| 5.226925 | 1 | 0.3% | |
| 8.004388 | 1 | 0.3% | |
| 7.689434 | 1 | 0.3% | |
| 4.150613 | 1 | 0.3% | |
| 3.249201 | 1 | 0.3% | |
| 8.100796 | 1 | 0.3% | |
| 2.973693 | 1 | 0.3% | |
| 2.828301 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 2.777311 | 1 | 0.3% | |
| 2.815477 | 1 | 0.3% | |
| 2.828301 | 1 | 0.3% | |
| 2.832361 | 1 | 0.3% | |
| 2.851771 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 8.314109 | 1 | 0.3% | |
| 8.29931 | 1 | 0.3% | |
| 8.288581 | 1 | 0.3% | |
| 8.267854 | 1 | 0.3% | |
| 8.250424 | 1 | 0.3% |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06923503169 |
|---|---|
| Minimum | 0.004780485 |
| Maximum | 0.1281905 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0.004780485 |
|---|---|
| 5-th percentile | 0.020028745 |
| Q1 | 0.04322197 |
| median | 0.06984818 |
| Q3 | 0.094180165 |
| 95-th percentile | 0.1179886 |
| Maximum | 0.1281905 |
| Range | 0.123410015 |
| Interquartile range (IQR) | 0.050958195 |
Descriptive statistics
| Standard deviation | 0.03071028729 |
|---|---|
| Coefficient of variation (CV) | 0.4435657288 |
| Kurtosis | -1.051039496 |
| Mean | 0.06923503169 |
| Median Absolute Deviation (MAD) | 0.0250976 |
| Skewness | -0.01589664265 |
| Sum | 21.53209486 |
| Variance | 0.0009431217455 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.09378035 | 1 | 0.3% | |
| 0.08555794 | 1 | 0.3% | |
| 0.06395458 | 1 | 0.3% | |
| 0.1056473 | 1 | 0.3% | |
| 0.1064589 | 1 | 0.3% | |
| 0.05581054 | 1 | 0.3% | |
| 0.01455105 | 1 | 0.3% | |
| 0.1104564 | 1 | 0.3% | |
| 0.01241483 | 1 | 0.3% | |
| 0.004780485 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 0.004780485 | 1 | 0.3% | |
| 0.0118861 | 1 | 0.3% | |
| 0.01241483 | 1 | 0.3% | |
| 0.01387792 | 1 | 0.3% | |
| 0.01455105 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.1281905 | 1 | 0.3% | |
| 0.1281473 | 1 | 0.3% | |
| 0.1257576 | 1 | 0.3% | |
| 0.1257099 | 1 | 0.3% | |
| 0.1252736 | 1 | 0.3% |
pH
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 12.47261 | |
|---|---|
| 12.47262 | 1 |
| Value | Count | Frequency (%) | |
| 12.47261 | 310 | 99.7% | |
| 12.47262 | 1 | 0.3% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001403291441 |
|---|---|
| Minimum | 9.689269e-05 |
| Maximum | 0.00259823 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 9.689269e-05 |
|---|---|
| 5-th percentile | 0.00040609985 |
| Q1 | 0.00087604275 |
| median | 0.001415719 |
| Q3 | 0.001908879 |
| 95-th percentile | 0.002391453 |
| Maximum | 0.00259823 |
| Range | 0.00250133731 |
| Interquartile range (IQR) | 0.00103283625 |
Descriptive statistics
| Standard deviation | 0.0006224496066 |
|---|---|
| Coefficient of variation (CV) | 0.4435640297 |
| Kurtosis | -1.051040096 |
| Mean | 0.001403291441 |
| Median Absolute Deviation (MAD) | 0.0005087 |
| Skewness | -0.01589400847 |
| Sum | 0.4364236383 |
| Variance | 3.874435127e-07 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.001900788 | 1 | 0.3% | |
| 0.001734132 | 1 | 0.3% | |
| 0.001296264 | 1 | 0.3% | |
| 0.002141312 | 1 | 0.3% | |
| 0.002157765 | 1 | 0.3% | |
| 0.001131196 | 1 | 0.3% | |
| 0.0002949277 | 1 | 0.3% | |
| 0.00223875 | 1 | 0.3% | |
| 0.0002516297 | 1 | 0.3% | |
| 9.689269e-05 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 9.689269e-05 | 1 | 0.3% | |
| 0.0002409129 | 1 | 0.3% | |
| 0.0002516297 | 1 | 0.3% | |
| 0.0002812841 | 1 | 0.3% | |
| 0.0002949277 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.00259823 | 1 | 0.3% | |
| 0.002597356 | 1 | 0.3% | |
| 0.002548959 | 1 | 0.3% | |
| 0.002547952 | 1 | 0.3% | |
| 0.002539119 | 1 | 0.3% |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.245648341 |
|---|---|
| Minimum | 0.4506592 |
| Maximum | 1.797213 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0.4506592 |
|---|---|
| 5-th percentile | 0.6403331 |
| Q1 | 0.9917615 |
| median | 1.269137 |
| Q3 | 1.535071 |
| 95-th percentile | 1.743907 |
| Maximum | 1.797213 |
| Range | 1.3465538 |
| Interquartile range (IQR) | 0.5433095 |
Descriptive statistics
| Standard deviation | 0.3441195082 |
|---|---|
| Coefficient of variation (CV) | 0.2762573488 |
| Kurtosis | -0.8471004114 |
| Mean | 1.245648341 |
| Median Absolute Deviation (MAD) | 0.269371 |
| Skewness | -0.3018549474 |
| Sum | 387.3966341 |
| Variance | 0.1184182359 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.568894 | 1 | 0.3% | |
| 1.218731 | 1 | 0.3% | |
| 1.133031 | 1 | 0.3% | |
| 1.407119 | 1 | 0.3% | |
| 1.032264 | 1 | 0.3% | |
| 0.7096625 | 1 | 0.3% | |
| 1.74254 | 1 | 0.3% | |
| 1.592051 | 1 | 0.3% | |
| 1.620032 | 1 | 0.3% | |
| 1.732847 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 0.4506592 | 1 | 0.3% | |
| 0.4607973 | 1 | 0.3% | |
| 0.4873045 | 1 | 0.3% | |
| 0.5070455 | 1 | 0.3% | |
| 0.5099409 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1.797213 | 1 | 0.3% | |
| 1.794022 | 1 | 0.3% | |
| 1.791634 | 1 | 0.3% | |
| 1.787017 | 1 | 0.3% | |
| 1.784555 | 1 | 0.3% |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.14049257e-06 |
|---|---|
| Minimum | 1.477955e-07 |
| Maximum | 3.963186e-06 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 1.477955e-07 |
|---|---|
| 5-th percentile | 6.1922025e-07 |
| Q1 | 1.336269e-06 |
| median | 2.15944e-06 |
| Q3 | 2.9116785e-06 |
| 95-th percentile | 3.647779e-06 |
| Maximum | 3.963186e-06 |
| Range | 3.8153905e-06 |
| Interquartile range (IQR) | 1.5754095e-06 |
Descriptive statistics
| Standard deviation | 9.494481122e-07 |
|---|---|
| Coefficient of variation (CV) | 0.4435652454 |
| Kurtosis | 0 |
| Mean | 2.14049257e-06 |
| Median Absolute Deviation (MAD) | 7.75937e-07 |
| Skewness | 0 |
| Sum | 0.0006656931893 |
| Variance | 9.014517177e-13 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2.899352e-06 | 1 | 0.3% | |
| 2.645109e-06 | 1 | 0.3% | |
| 1.977248e-06 | 1 | 0.3% | |
| 3.266203e-06 | 1 | 0.3% | |
| 3.291318e-06 | 1 | 0.3% | |
| 1.725465e-06 | 1 | 0.3% | |
| 4.498663e-07 | 1 | 0.3% | |
| 3.414906e-06 | 1 | 0.3% | |
| 3.838218e-07 | 1 | 0.3% | |
| 1.477955e-07 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 1.477955e-07 | 1 | 0.3% | |
| 3.67474e-07 | 1 | 0.3% | |
| 3.838218e-07 | 1 | 0.3% | |
| 4.290542e-07 | 1 | 0.3% | |
| 4.498663e-07 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 3.963186e-06 | 1 | 0.3% | |
| 3.961872e-06 | 1 | 0.3% | |
| 3.887963e-06 | 1 | 0.3% | |
| 3.886519e-06 | 1 | 0.3% | |
| 3.872999e-06 | 1 | 0.3% |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.415326892 |
|---|---|
| Minimum | 0.2019975 |
| Maximum | 0.6994614 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0.2019975 |
|---|---|
| 5-th percentile | 0.22238135 |
| Q1 | 0.29924075 |
| median | 0.3981603 |
| Q3 | 0.52502735 |
| 95-th percentile | 0.6530617 |
| Maximum | 0.6994614 |
| Range | 0.4974639 |
| Interquartile range (IQR) | 0.2257866 |
Descriptive statistics
| Standard deviation | 0.1375300289 |
|---|---|
| Coefficient of variation (CV) | 0.3311368263 |
| Kurtosis | -1.020013071 |
| Mean | 0.415326892 |
| Median Absolute Deviation (MAD) | 0.1112726 |
| Skewness | 0.3020493396 |
| Sum | 129.1666634 |
| Variance | 0.01891450884 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.3936929 | 1 | 0.3% | |
| 0.5670216 | 1 | 0.3% | |
| 0.4408077 | 1 | 0.3% | |
| 0.5958992 | 1 | 0.3% | |
| 0.6078427 | 1 | 0.3% | |
| 0.279463 | 1 | 0.3% | |
| 0.5600844 | 1 | 0.3% | |
| 0.3122099 | 1 | 0.3% | |
| 0.5323663 | 1 | 0.3% | |
| 0.6639845 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 0.2019975 | 1 | 0.3% | |
| 0.2038461 | 1 | 0.3% | |
| 0.2042092 | 1 | 0.3% | |
| 0.205199 | 1 | 0.3% | |
| 0.207608 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.6994614 | 1 | 0.3% | |
| 0.6953366 | 1 | 0.3% | |
| 0.6944495 | 1 | 0.3% | |
| 0.6881567 | 1 | 0.3% | |
| 0.6872627 | 1 | 0.3% |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.569902961 |
|---|---|
| Minimum | 0.01374647 |
| Maximum | 1.401833 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0.01374647 |
|---|---|
| 5-th percentile | 0.074940455 |
| Q1 | 0.268087 |
| median | 0.5576201 |
| Q3 | 0.8294967 |
| 95-th percentile | 1.1505705 |
| Maximum | 1.401833 |
| Range | 1.38808653 |
| Interquartile range (IQR) | 0.5614097 |
Descriptive statistics
| Standard deviation | 0.3502996138 |
|---|---|
| Coefficient of variation (CV) | 0.6146653689 |
| Kurtosis | -0.9414819298 |
| Mean | 0.569902961 |
| Median Absolute Deviation (MAD) | 0.2829715 |
| Skewness | 0.283827539 |
| Sum | 177.2398209 |
| Variance | 0.1227098194 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.9283478 | 1 | 0.3% | |
| 0.2961751 | 1 | 0.3% | |
| 0.4158275 | 1 | 0.3% | |
| 0.4375784 | 1 | 0.3% | |
| 0.04329166 | 1 | 0.3% | |
| 0.2549705 | 1 | 0.3% | |
| 0.8312714 | 1 | 0.3% | |
| 1.084079 | 1 | 0.3% | |
| 0.7538615 | 1 | 0.3% | |
| 0.6525309 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 0.01374647 | 1 | 0.3% | |
| 0.01610423 | 1 | 0.3% | |
| 0.02057088 | 1 | 0.3% | |
| 0.02446167 | 1 | 0.3% | |
| 0.02726991 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1.401833 | 1 | 0.3% | |
| 1.341661 | 1 | 0.3% | |
| 1.331663 | 1 | 0.3% | |
| 1.326951 | 1 | 0.3% | |
| 1.288399 | 1 | 0.3% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 311 | 100.0% |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08438293913 |
|---|---|
| Minimum | 0.0410403 |
| Maximum | 0.1421112 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0.0410403 |
|---|---|
| 5-th percentile | 0.045181745 |
| Q1 | 0.06079744 |
| median | 0.08089517 |
| Q3 | 0.106671 |
| 95-th percentile | 0.13268405 |
| Maximum | 0.1421112 |
| Range | 0.1010709 |
| Interquartile range (IQR) | 0.04587356 |
Descriptive statistics
| Standard deviation | 0.02794229704 |
|---|---|
| Coefficient of variation (CV) | 0.3311368071 |
| Kurtosis | -1.020013321 |
| Mean | 0.08438293913 |
| Median Absolute Deviation (MAD) | 0.02260751 |
| Skewness | 0.3020491632 |
| Sum | 26.24309407 |
| Variance | 0.0007807719638 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.07998751 | 1 | 0.3% | |
| 0.1152031 | 1 | 0.3% | |
| 0.08955994 | 1 | 0.3% | |
| 0.1210702 | 1 | 0.3% | |
| 0.1234968 | 1 | 0.3% | |
| 0.05677915 | 1 | 0.3% | |
| 0.1137937 | 1 | 0.3% | |
| 0.06343242 | 1 | 0.3% | |
| 0.1081621 | 1 | 0.3% | |
| 0.1349033 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 0.0410403 | 1 | 0.3% | |
| 0.04141589 | 1 | 0.3% | |
| 0.04148966 | 1 | 0.3% | |
| 0.04169077 | 1 | 0.3% | |
| 0.0421802 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.1421112 | 1 | 0.3% | |
| 0.1412732 | 1 | 0.3% | |
| 0.1410929 | 1 | 0.3% | |
| 0.1398144 | 1 | 0.3% | |
| 0.1396328 | 1 | 0.3% |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6757453836 |
|---|---|
| Minimum | 0.3286541 |
| Maximum | 1.138038 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0.3286541 |
|---|---|
| 5-th percentile | 0.361819 |
| Q1 | 0.4868708 |
| median | 0.647815 |
| Q3 | 0.85423025 |
| 95-th percentile | 1.062545 |
| Maximum | 1.138038 |
| Range | 0.8093839 |
| Interquartile range (IQR) | 0.36735945 |
Descriptive statistics
| Standard deviation | 0.2237641823 |
|---|---|
| Coefficient of variation (CV) | 0.3311368271 |
| Kurtosis | -1.020013102 |
| Mean | 0.6757453836 |
| Median Absolute Deviation (MAD) | 0.1810428 |
| Skewness | 0.3020493688 |
| Sum | 210.1568143 |
| Variance | 0.05007040927 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.6405464 | 1 | 0.3% | |
| 0.9225557 | 1 | 0.3% | |
| 0.7172032 | 1 | 0.3% | |
| 0.9695403 | 1 | 0.3% | |
| 0.9889726 | 1 | 0.3% | |
| 0.454692 | 1 | 0.3% | |
| 0.9112687 | 1 | 0.3% | |
| 0.5079719 | 1 | 0.3% | |
| 0.8661709 | 1 | 0.3% | |
| 1.080316 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 0.3286541 | 1 | 0.3% | |
| 0.3316618 | 1 | 0.3% | |
| 0.3322525 | 1 | 0.3% | |
| 0.3338631 | 1 | 0.3% | |
| 0.3377825 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1.138038 | 1 | 0.3% | |
| 1.131327 | 1 | 0.3% | |
| 1.129884 | 1 | 0.3% | |
| 1.119645 | 1 | 0.3% | |
| 1.11819 | 1 | 0.3% |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.415326892 |
|---|---|
| Minimum | 0.2019975 |
| Maximum | 0.6994614 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0.2019975 |
|---|---|
| 5-th percentile | 0.22238135 |
| Q1 | 0.29924075 |
| median | 0.3981603 |
| Q3 | 0.52502735 |
| 95-th percentile | 0.6530617 |
| Maximum | 0.6994614 |
| Range | 0.4974639 |
| Interquartile range (IQR) | 0.2257866 |
Descriptive statistics
| Standard deviation | 0.1375300289 |
|---|---|
| Coefficient of variation (CV) | 0.3311368263 |
| Kurtosis | -1.020013071 |
| Mean | 0.415326892 |
| Median Absolute Deviation (MAD) | 0.1112726 |
| Skewness | 0.3020493396 |
| Sum | 129.1666634 |
| Variance | 0.01891450884 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.3936929 | 1 | 0.3% | |
| 0.5670216 | 1 | 0.3% | |
| 0.4408077 | 1 | 0.3% | |
| 0.5958992 | 1 | 0.3% | |
| 0.6078427 | 1 | 0.3% | |
| 0.279463 | 1 | 0.3% | |
| 0.5600844 | 1 | 0.3% | |
| 0.3122099 | 1 | 0.3% | |
| 0.5323663 | 1 | 0.3% | |
| 0.6639845 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 0.2019975 | 1 | 0.3% | |
| 0.2038461 | 1 | 0.3% | |
| 0.2042092 | 1 | 0.3% | |
| 0.205199 | 1 | 0.3% | |
| 0.207608 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.6994614 | 1 | 0.3% | |
| 0.6953366 | 1 | 0.3% | |
| 0.6944495 | 1 | 0.3% | |
| 0.6881567 | 1 | 0.3% | |
| 0.6872627 | 1 | 0.3% |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.195332406 |
|---|---|
| Minimum | 0.5813592 |
| Maximum | 2.013086 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0.5813592 |
|---|---|
| 5-th percentile | 0.6400251 |
| Q1 | 0.86123035 |
| median | 1.145926 |
| Q3 | 1.511056 |
| 95-th percentile | 1.8795455 |
| Maximum | 2.013086 |
| Range | 1.4317268 |
| Interquartile range (IQR) | 0.64982565 |
Descriptive statistics
| Standard deviation | 0.3958185747 |
|---|---|
| Coefficient of variation (CV) | 0.3311368225 |
| Kurtosis | -1.02001312 |
| Mean | 1.195332406 |
| Median Absolute Deviation (MAD) | 0.3202482 |
| Skewness | 0.3020491403 |
| Sum | 371.7483782 |
| Variance | 0.156672344 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.133069 | 1 | 0.3% | |
| 1.631917 | 1 | 0.3% | |
| 1.268668 | 1 | 0.3% | |
| 1.715029 | 1 | 0.3% | |
| 1.749403 | 1 | 0.3% | |
| 0.804309 | 1 | 0.3% | |
| 1.611952 | 1 | 0.3% | |
| 0.8985563 | 1 | 0.3% | |
| 1.532178 | 1 | 0.3% | |
| 1.910981 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 0.5813592 | 1 | 0.3% | |
| 0.5866797 | 1 | 0.3% | |
| 0.5877246 | 1 | 0.3% | |
| 0.5905735 | 1 | 0.3% | |
| 0.5975066 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2.013086 | 1 | 0.3% | |
| 2.001215 | 1 | 0.3% | |
| 1.998662 | 1 | 0.3% | |
| 1.980551 | 1 | 0.3% | |
| 1.977978 | 1 | 0.3% |
C/S(CSHQ)
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 1.627021 | |
|---|---|
| 1.62702 |
| Value | Count | Frequency (%) | |
| 1.627021 | 272 | 87.5% | |
| 1.62702 | 39 | 12.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.874598071 |
| Min length | 7 |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5112072305 |
|---|---|
| Minimum | 0.2486296 |
| Maximum | 0.8609357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0.2486296 |
|---|---|
| 5-th percentile | 0.2737192 |
| Q1 | 0.368322 |
| median | 0.4900777 |
| Q3 | 0.6462326 |
| 95-th percentile | 0.8038243 |
| Maximum | 0.8609357 |
| Range | 0.6123061 |
| Interquartile range (IQR) | 0.2779106 |
Descriptive statistics
| Standard deviation | 0.1692795395 |
|---|---|
| Coefficient of variation (CV) | 0.3311368255 |
| Kurtosis | -1.020013065 |
| Mean | 0.5112072305 |
| Median Absolute Deviation (MAD) | 0.1369605 |
| Skewness | 0.3020493599 |
| Sum | 158.9854487 |
| Variance | 0.02865556248 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.4845789 | 1 | 0.3% | |
| 0.6979214 | 1 | 0.3% | |
| 0.5425704 | 1 | 0.3% | |
| 0.7334656 | 1 | 0.3% | |
| 0.7481663 | 1 | 0.3% | |
| 0.3439784 | 1 | 0.3% | |
| 0.6893827 | 1 | 0.3% | |
| 0.3842851 | 1 | 0.3% | |
| 0.6552658 | 1 | 0.3% | |
| 0.8172686 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 0.2486296 | 1 | 0.3% | |
| 0.250905 | 1 | 0.3% | |
| 0.2513519 | 1 | 0.3% | |
| 0.2525703 | 1 | 0.3% | |
| 0.2555354 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.8609357 | 1 | 0.3% | |
| 0.8558586 | 1 | 0.3% | |
| 0.8547667 | 1 | 0.3% | |
| 0.8470212 | 1 | 0.3% | |
| 0.8459208 | 1 | 0.3% |
| Distinct | 311 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.276037378 |
|---|---|
| Minimum | 1.659257832 |
| Maximum | 8.570108194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 1.659257832 |
|---|---|
| 5-th percentile | 1.781101795 |
| Q1 | 2.223126053 |
| median | 2.951144182 |
| Q3 | 3.891740432 |
| 95-th percentile | 6.001247371 |
| Maximum | 8.570108194 |
| Range | 6.910850362 |
| Interquartile range (IQR) | 1.668614379 |
Descriptive statistics
| Standard deviation | 1.349438956 |
|---|---|
| Coefficient of variation (CV) | 0.4119119534 |
| Kurtosis | 1.136548736 |
| Mean | 3.276037378 |
| Median Absolute Deviation (MAD) | 0.7922375624 |
| Skewness | 1.193059183 |
| Sum | 1018.847625 |
| Variance | 1.820985495 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.989869844 | 1 | 0.3% | |
| 2.152403725 | 1 | 0.3% | |
| 2.573280488 | 1 | 0.3% | |
| 2.36491708 | 1 | 0.3% | |
| 1.701783017 | 1 | 0.3% | |
| 2.543411386 | 1 | 0.3% | |
| 3.111734152 | 1 | 0.3% | |
| 5.106412827 | 1 | 0.3% | |
| 3.043548742 | 1 | 0.3% | |
| 2.609915953 | 1 | 0.3% | |
| Other values (301) | 301 | 96.8% |
| Value | Count | Frequency (%) | |
| 1.659257832 | 1 | 0.3% | |
| 1.676943734 | 1 | 0.3% | |
| 1.678585444 | 1 | 0.3% | |
| 1.683112296 | 1 | 0.3% | |
| 1.686765253 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 8.570108194 | 1 | 0.3% | |
| 7.902994723 | 1 | 0.3% | |
| 7.503542735 | 1 | 0.3% | |
| 7.268768919 | 1 | 0.3% | |
| 7.00718256 | 1 | 0.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | T(C) | b(CaO) | b(SiO2) | b(H2O) | Vol(aq) | pH | nCa(aq) | nCa(s) | nSi(aq) | nSi(s_reac) | nPortlandite | nAmor-Sl | mCSHQ | nCa(CSHQ) | nSi(CSHQ) | nH2O(CSHQ) | C/S(CSHQ) | nGelPW(CSH) | ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 25.0 | 1.570795 | 0.393696 | 7.255891 | 0.093780 | 12.47261 | 0.001901 | 1.568894 | 2.899352e-06 | 0.393693 | 0.928348 | 0.0 | 0.079988 | 0.640546 | 0.393693 | 1.133069 | 1.627021 | 0.484579 | 3.989870 |
| 1 | 4 | 25.0 | 0.962164 | 0.225568 | 5.052194 | 0.068771 | 12.47261 | 0.001394 | 0.960770 | 2.126388e-06 | 0.225566 | 0.593771 | 0.0 | 0.045829 | 0.367000 | 0.225566 | 0.649189 | 1.627021 | 0.277639 | 4.265524 |
| 2 | 5 | 25.0 | 1.193130 | 0.652077 | 2.777311 | 0.013878 | 12.47261 | 0.000281 | 1.192849 | 4.290542e-07 | 0.652077 | 0.131907 | 0.0 | 0.132484 | 1.060942 | 0.652077 | 1.876710 | 1.627020 | 0.802612 | 1.829738 |
| 3 | 6 | 25.0 | 1.425687 | 0.515054 | 6.386301 | 0.077954 | 12.47261 | 0.001580 | 1.424107 | 2.410088e-06 | 0.515051 | 0.586108 | 0.0 | 0.104644 | 0.837999 | 0.515051 | 1.482344 | 1.627021 | 0.633953 | 2.768036 |
| 4 | 8 | 25.0 | 1.746112 | 0.390574 | 4.524409 | 0.041353 | 12.47261 | 0.000838 | 1.745274 | 1.278467e-06 | 0.390573 | 1.109804 | 0.0 | 0.079354 | 0.635470 | 0.390573 | 1.124089 | 1.627021 | 0.480739 | 4.470628 |
| 5 | 10 | 25.0 | 0.634648 | 0.278254 | 4.298530 | 0.059885 | 12.47261 | 0.001214 | 0.633434 | 1.851423e-06 | 0.278252 | 0.180713 | 0.0 | 0.056533 | 0.452721 | 0.278252 | 0.800823 | 1.627021 | 0.342488 | 2.280826 |
| 6 | 11 | 25.0 | 1.108103 | 0.267632 | 7.082432 | 0.101852 | 12.47261 | 0.002064 | 1.106039 | 3.148906e-06 | 0.267629 | 0.670601 | 0.0 | 0.054375 | 0.435437 | 0.267629 | 0.770249 | 1.627021 | 0.329412 | 4.140401 |
| 7 | 12 | 25.0 | 1.129375 | 0.571556 | 5.206536 | 0.060722 | 12.47261 | 0.001231 | 1.128144 | 1.877285e-06 | 0.571554 | 0.198214 | 0.0 | 0.116124 | 0.929930 | 0.571554 | 1.644962 | 1.627021 | 0.703500 | 1.975966 |
| 8 | 14 | 25.0 | 0.537177 | 0.284241 | 7.988224 | 0.128147 | 12.47261 | 0.002597 | 0.534580 | 3.961872e-06 | 0.284237 | 0.072120 | 0.0 | 0.057749 | 0.462460 | 0.284237 | 0.818050 | 1.627021 | 0.349855 | 1.889864 |
| 9 | 15 | 25.0 | 1.238525 | 0.657181 | 3.568888 | 0.027239 | 12.47261 | 0.000552 | 1.237973 | 8.421293e-07 | 0.657180 | 0.168727 | 0.0 | 0.133521 | 1.069246 | 0.657180 | 1.891399 | 1.627021 | 0.808894 | 1.884602 |
Last rows
| df_index | T(C) | b(CaO) | b(SiO2) | b(H2O) | Vol(aq) | pH | nCa(aq) | nCa(s) | nSi(aq) | nSi(s_reac) | nPortlandite | nAmor-Sl | mCSHQ | nCa(CSHQ) | nSi(CSHQ) | nH2O(CSHQ) | C/S(CSHQ) | nGelPW(CSH) | ratio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 301 | 485 | 25.0 | 1.307284 | 0.638306 | 8.288581 | 0.111664 | 12.47261 | 0.002263 | 1.305021 | 3.452224e-06 | 0.638303 | 0.266489 | 0.0 | 0.129686 | 1.038532 | 0.638303 | 1.837069 | 1.627021 | 0.785658 | 2.048051 |
| 302 | 486 | 25.0 | 1.252059 | 0.323113 | 5.783502 | 0.074540 | 12.47261 | 0.001511 | 1.250548 | 2.304606e-06 | 0.323110 | 0.724841 | 0.0 | 0.065647 | 0.525707 | 0.323110 | 0.929928 | 1.627021 | 0.397702 | 3.874994 |
| 303 | 487 | 25.0 | 1.354227 | 0.594083 | 4.135064 | 0.036800 | 12.47261 | 0.000746 | 1.353481 | 1.137739e-06 | 0.594082 | 0.386897 | 0.0 | 0.120701 | 0.966584 | 0.594082 | 1.709800 | 1.627021 | 0.731229 | 2.279523 |
| 304 | 488 | 25.0 | 0.591294 | 0.298801 | 6.744514 | 0.104379 | 12.47261 | 0.002116 | 0.589178 | 3.227009e-06 | 0.298797 | 0.103029 | 0.0 | 0.060707 | 0.486149 | 0.298797 | 0.859954 | 1.627021 | 0.367776 | 1.978892 |
| 305 | 489 | 25.0 | 1.662870 | 0.651320 | 4.617147 | 0.038640 | 12.47261 | 0.000783 | 1.662087 | 1.194592e-06 | 0.651319 | 0.602378 | 0.0 | 0.132330 | 1.059709 | 0.651319 | 1.874529 | 1.627021 | 0.801679 | 2.553078 |
| 306 | 492 | 25.0 | 1.270771 | 0.203849 | 5.989183 | 0.080611 | 12.47261 | 0.001634 | 1.269137 | 2.492197e-06 | 0.203846 | 0.937475 | 0.0 | 0.041416 | 0.331662 | 0.203846 | 0.586680 | 1.627021 | 0.250905 | 6.233896 |
| 307 | 494 | 25.0 | 0.895870 | 0.468908 | 7.614114 | 0.110740 | 12.47261 | 0.002245 | 0.893625 | 3.423679e-06 | 0.468905 | 0.130707 | 0.0 | 0.095269 | 0.762918 | 0.468905 | 1.349533 | 1.627021 | 0.577154 | 1.910543 |
| 308 | 497 | 25.0 | 0.605425 | 0.346052 | 6.761177 | 0.103357 | 12.47261 | 0.002095 | 0.603330 | 3.195438e-06 | 0.346049 | 0.040302 | 0.0 | 0.070308 | 0.563028 | 0.346049 | 0.995946 | 1.627021 | 0.425936 | 1.749520 |
| 309 | 498 | 25.0 | 1.421062 | 0.656914 | 3.706364 | 0.026431 | 12.47261 | 0.000536 | 1.420526 | 8.171574e-07 | 0.656913 | 0.351715 | 0.0 | 0.133467 | 1.068812 | 0.656913 | 1.890631 | 1.627021 | 0.808565 | 2.163238 |
| 310 | 499 | 25.0 | 1.038577 | 0.264334 | 3.911900 | 0.045921 | 12.47261 | 0.000931 | 1.037646 | 1.419709e-06 | 0.264333 | 0.607571 | 0.0 | 0.053705 | 0.430075 | 0.264333 | 0.760764 | 1.627021 | 0.325356 | 3.929026 |